Multi-view fusion for universal translation quality estimation

Hui Huang, Shuangzhi Wu, Kehai Chen, Xinnian Liang, Hui Di, Muyun Yang, Tiejun Zhao

Abstract: Highlights•Translation Quality Estimation (QE) is biased and cannot generalize.•Multi-view fusion can help mitigate bias and improve generalizability.•Different views can be constructed by Pre-trained Model or Large Language Model.•Multi-view fusion based QE can be applied on both supervised and zero-shot scenarios.